/NLMS-Malaria

Repository of fitting algorithms for nonlinear functions related to Malaria Treatment

Primary LanguageJupyter Notebook

NLMS-Malaria

Intro

Repository of fitting algorithms for nonlinear functions related to Malaria Treatment.

Concentration data from tests of two drugs A and B, and the respective velocity of action from drug A compiled into a CSV File. This repo uses Scipy's curve-fit function to fit the model parameters to the data using Non-Linear Mean Squares.

First Test: Hyperbolic Mixed-type Inhibition Model

Hyperbolic Mixed-type Inhibition Model

The original test involves the Hyperbolic Mixed-type Inhibition Model calculating the parameters for:

  • Vmax
  • Alpha
  • Beta
  • Ks1
  • Ks2